Description

This analysis provides a forecast of ETH prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-20 1283.253494 1412.242646 1544.009724 1688.407134 1841.919839 1999.981147 2174.754079
2025-04-27 1090.366526 1281.450043 1485.213093 1717.536698 1973.951243 2247.216615 2559.349992
2025-05-04 951.534720 1176.563684 1424.480860 1715.516479 2045.445439 2405.584312 2826.117390
2025-05-11 839.945796 1086.467740 1365.921913 1702.243977 2092.113518 2526.092251 3041.887080
2025-05-18 763.822231 1028.375943 1335.867788 1713.920249 2160.473881 2665.667994 3274.824859
2025-05-25 688.890965 964.429015 1292.499886 1704.071420 2198.770390 2766.788180 3460.675831
2025-06-01 639.582078 927.328436 1277.338803 1724.217641 2269.451826 2903.399422 3686.317553
2025-06-08 579.971101 872.425243 1236.151797 1708.951252 2294.564210 2984.010153 3844.657419
2025-06-15 552.082966 856.133211 1241.217292 1749.066025 2385.667438 3142.533296 4095.279502
2025-06-22 512.901205 821.926373 1220.988010 1755.343628 2433.571574 3248.125787 4282.299760
2025-06-29 473.239380 784.249335 1193.842954 1750.684139 2466.175441 3333.998074 4444.955393
2025-07-06 418.296803 721.562354 1130.336630 1695.949300 2433.013075 3337.066969 4505.237576
2025-07-13 408.911537 723.731506 1154.374073 1756.850352 2548.813303 3526.891089 4797.893194
2025-07-20 389.435589 709.940738 1155.785640 1787.329818 2625.611274 3668.798916 5032.907350
2025-07-27 360.814445 680.559905 1133.955431 1785.244949 2659.150856 3755.856794 5199.825799
2025-08-03 330.981867 647.236470 1104.781412 1771.599953 2676.299664 3821.365230 5339.456567
2025-08-10 311.258325 628.262377 1094.964728 1783.604072 2726.717806 3928.990703 5532.158086
2025-08-17 286.759812 599.949645 1070.137330 1773.478751 2746.668373 3996.976066 5674.622811
2025-08-24 272.494169 587.337520 1067.662325 1794.190024 2807.792120 4118.134626 5885.058134
2025-08-31 249.838083 559.088838 1040.424278 1778.495639 2818.613098 4173.382446 6011.130782
2025-09-07 242.915795 557.238363 1052.919673 1819.732550 2907.345172 4330.780479 6268.983189
2025-09-14 228.127688 540.616571 1041.876431 1826.185035 2947.813711 4424.727515 6445.381227
2025-09-21 211.803554 520.064317 1023.723447 1821.395760 2972.109206 4497.032888 6593.816366